It happened in the 2600 block of Lazy Hollow.
According to the Houston Police Department, investigators said the man barricaded himself in an apartment with a woman. Police added two children may have been inside with them.
Police stated the incident began from a domestic disturbance. HPD did not immediately say whether anyone was injured.
Residents are urged to avoid the area as the investigation continues.